The sunlight streaming through the window seemed to mock Clara as she read the letter. It felt like a deliberate act of cruelty, arriving on a day she was finally beginning to believe she’d moved on. The words themselves, carefully chosen, did little to soothe the rage that burned within her.

She tossed the letter onto the already cluttered coffee table, where it landed beside a chipped ceramic angel – a reminder of the kindness she'd once shown the letter-writer. Now, the angel’s serenity seemed a ridiculous display of naivety.

“Just like him,” she spat, then crossed her arms, a shiver running down her spine. The cold air of the apartment suddenly felt oppressive. She'd spent years building herself back up, rebuilding her life, and now, this. She reached for the remote and cranked up the television to drown out her thoughts.

Emotion: indignant

Cluster: Anger / Hostility
PC1 (Valence): -0.44 Negative
PC2 (Disposition): 2.14

Role in Research

This story is one of 1,000 stories generated for the emotion indignant. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 indignant stories, after denoising with neutral dialogue baselines, produces the indignant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the indignant vector is projected through the unembedding matrix.

Promoted:
l0.614
C0.369
de0.305
que0.295
😠0.288
Suppressed:
own-0.363
soon-0.302
optimistic-0.270
உற்ச-0.261
gradually-0.256